From the course: NVIDIA Certified Associate AI Infrastructure and Operations (NCA-AIIO) Cert Prep

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ML frameworks

ML frameworks - NVIDIA Tutorial

From the course: NVIDIA Certified Associate AI Infrastructure and Operations (NCA-AIIO) Cert Prep

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ML frameworks

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One word we have used in the previous video was framework. We talked about TensorFlow and PyTorch. Now if you are very new you may be confused that what these frameworks are. So let me give you an analogy so that you can understand these things in a better way. Let's say imagine that you are building a house. So obviously building a house is not a one-day task. It will require a lot of planning and then processing and then designing and all the stuff. So for that, let's say you are starting from scratch without a framework. So you do not have anything, you need to first forge your own tools, hammer or saw, then you have to create the cement so that you can put bricks together, then you have to cut your own wood to fit into specific places. Obviously, if there is no pre-configured settings available or a framework available, that would be really complicated task. You have to first learn how to forge your tools, then you need to understand how to make cement, then you have to cut wood…

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